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            <h1 style="display: none">一创聚宽学习</h1>
            
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              <h2 id="一创聚宽学习"><a href="#一创聚宽学习" class="headerlink" title="一创聚宽学习"></a>一创聚宽学习</h2><h2 id="背景"><a href="#背景" class="headerlink" title="背景"></a>背景</h2><p>作为一个🌶🐔技术人，每天想的都是如何搞💰，每天盯着🐔💰涨涨跌跌，一夜回到解放前，受够了。是时候通过知识创造财富了。<br>学习量化交易，如果通过自动化来进行交易，实现财富自由👍。  </p>
<h2 id="介绍"><a href="#介绍" class="headerlink" title="介绍"></a>介绍</h2><p><a target="_blank" rel="noopener" href="https://ycjq.95358.com/">一创聚宽</a>是国内比较有名的股票量化交易平台，它帮助开发者封装了很多实用的函数，并提供了实盘数据，以及实盘接入帮助。大大简化了开发者的开发过程。本文就简单的记录一下自己的学习笔记📝。  </p>
<h3 id="总体结构"><a href="#总体结构" class="headerlink" title="总体结构"></a>总体结构</h3><figure class="highlight python"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br></pre></td><td class="code"><pre><code class="hljs python"><span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">initialize</span>(<span class="hljs-params">context</span>):</span><br>  run_daily(period, time=<span class="hljs-string">&#x27;every_bar&#x27;</span>)<br>  g.security = <span class="hljs-string">&#x27;000001.XSHE&#x27;</span><br><br><span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">period</span>(<span class="hljs-params">context</span>):</span><br>  order(g.security, <span class="hljs-number">100</span>) <br></code></pre></td></tr></table></figure>
<p>以上就是一个简单的结构。  </p>
<ul>
<li><code>initialize</code>表示初始化。  </li>
<li><code>run_daily</code>表示循环执行的函数。<br><a target="_blank" rel="noopener" href="https://ycjq.95358.com/help/api/help?name=api#run_daily">传送门</a>  </li>
<li><code>order</code>表示买入卖出的函数。<br><a target="_blank" rel="noopener" href="https://ycjq.95358.com/help/api/help?name=api#%E4%BA%A4%E6%98%93%E5%87%BD%E6%95%B0%E2%99%A0">传送门</a>  </li>
<li><code>g</code>是一个全局的变量，可以把自定义的一些变量赋值到它下面  </li>
<li><code>context</code>也是个类似<code>g</code>的变量，当中存储了很多有用的信息。  <img src="/images/一创聚宽学习/context.png" srcset="/img/loading.gif" lazyload />

</li>
</ul>
<h3 id="一些常用的函数和属性"><a href="#一些常用的函数和属性" class="headerlink" title="一些常用的函数和属性"></a>一些常用的函数和属性</h3><h4 id="SecurityUnitData"><a href="#SecurityUnitData" class="headerlink" title="SecurityUnitData"></a>SecurityUnitData</h4><p>股票行情数据格式  </p>
<blockquote>
<p>open: 时间段开始时价格<br>close: 时间段结束时价格<br>low: 最低价<br>high: 最高价<br>volume: 成交的股票数量<br>money: 成交的金额<br>factor: 前复权因子<br>avg: 这段时间的平均价<br>pre_close: 前一个单位时间结束时的价格<br>paused: 这只股票是否停牌，是则为1，否则为0  </p>
</blockquote>
<h4 id="get-index-stocks"><a href="#get-index-stocks" class="headerlink" title="get_index_stocks"></a>get_index_stocks</h4><p>获取指数成分股<br><code>get_index_stocks(&quot;000300.XSHG&quot;, &#39;2022-01-01&#39;)</code><br>获取<code>2022-01-01</code>时的沪深300的股票集合  </p>
<h4 id="history"><a href="#history" class="headerlink" title="history"></a>history</h4><p>股票历史行情数据  </p>
<ul>
<li>count: 结果集的行数  </li>
<li>unit: 时间长度 <code>1d</code> || <code>1m</code>   </li>
<li>field 数据类型 <code>SecurityUnitData</code>  </li>
<li>security_list 股票列表  </li>
<li>df  </li>
<li>skip_paused 是否跳过不交易日期（包括停牌, 未上市或者退市后的日期），暂时没有太理解，后面用到了再看。  </li>
</ul>
<figure class="highlight python"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br></pre></td><td class="code"><pre><code class="hljs python">history(field=<span class="hljs-string">&#x27;close&#x27;</span>, count=<span class="hljs-number">3</span>, security_list=[<span class="hljs-string">&#x27;000001.XSHE&#x27;</span>,<span class="hljs-string">&#x27;000002.XSHE&#x27;</span>])<br><span class="hljs-comment"># 数据格式：</span><br><span class="hljs-comment"># 两支股票的收盘价</span><br><span class="hljs-comment">#                      </span><br><span class="hljs-comment"># 2016-08-29  11.05  9.31</span><br><span class="hljs-comment"># 2016-08-30  11.1  9.33</span><br><span class="hljs-comment"># 2016-08-31  12.33  9.36</span><br></code></pre></td></tr></table></figure>

<h4 id="attribute-history"><a href="#attribute-history" class="headerlink" title="attribute_history"></a>attribute_history</h4><p>类似于上面的<code>history</code><br>但是只能获取一支股票，并且能获得多个字段  </p>
<figure class="highlight python"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br></pre></td><td class="code"><pre><code class="hljs python">attribute_history(field=[<span class="hljs-string">&#x27;money&#x27;</span>, <span class="hljs-string">&#x27;high&#x27;</span>], count=<span class="hljs-number">3</span>, security=<span class="hljs-string">&#x27;000001.XSHE&#x27;</span>)<br><span class="hljs-comment"># 结果如下：</span><br><span class="hljs-comment">#                    money  high</span><br><span class="hljs-comment"># 2016-08-29  5.322954e+08  9.31</span><br><span class="hljs-comment"># 2016-08-30  5.618541e+08  9.33</span><br><span class="hljs-comment"># 2016-08-31  4.638758e+08  9.36</span><br></code></pre></td></tr></table></figure>

<h4 id="get-fundamentals"><a href="#get-fundamentals" class="headerlink" title="get_fundamentals"></a>get_fundamentals</h4><p>获取公司<strong>财务数据</strong>  </p>
<ul>
<li>query<br>数据查询，类似于<code>mysql</code>  <figure class="highlight python"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br></pre></td><td class="code"><pre><code class="hljs python"><span class="hljs-comment"># 快速上手模板</span><br><span class="hljs-comment"># query(表.字段).filter(筛选条件).order_by(排序方法).limit(数量上限)</span><br><span class="hljs-comment">#比较长的话可以分行写</span><br></code></pre></td></tr></table></figure>


</li>
</ul>
<h3 id="一些概念"><a href="#一些概念" class="headerlink" title="一些概念"></a>一些概念</h3><h4 id="市价单和限价单"><a href="#市价单和限价单" class="headerlink" title="市价单和限价单"></a>市价单和限价单</h4><ul>
<li>市价单是指投资者在交易个股时，以市场的价格成交，而限价单一般是指个股的市场价格，达到投资者指定的价格时才成交。  </li>
<li>市价单通常可以很快地成交，而限价单的优势在于以理想的价格成交，这两种单适合不同的行情。  </li>
<li>投资者以市价委托交易的优点是在上涨行情下能及时买进，在下跌行情下能及时卖出，而以限价委托交易的优点是利于投资者控制交易成本。<br><a target="_blank" rel="noopener" href="https://www.51credit.com/wenda/925559.html">原文</a>  </li>
</ul>
<h4 id="指标"><a href="#指标" class="headerlink" title="指标"></a>指标</h4><p>交易次数、策略收益、基准收益、年化收益率、最大回撤率、Alpha、Beta、夏普比率。  </p>
<h2 id="结束"><a href="#结束" class="headerlink" title="结束"></a>结束</h2><p>内容大概就这些，关于一些高深的用法，以及一些<code>API</code>的使用，等后面实际使用时，再慢慢补充吧👍。  </p>

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